Arnold Chen's repositories
video-caffe
Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data
Activity-Recognition-TensorRT
3D ResNet Video Classification accelerated by TensorRT
avod
Code for 3D object detection for autonomous driving
coco2yolo
Converts MS COCO to YOLOļ¼given data foramt to COCO and DOTA to COCO
cpp-base64
base64 encoding and decoding with c++
cvat
Powerful and efficient Computer Vision Annotation Tool (CVAT)
DBFace
DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
depth_clustering
:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.
dtld_parsing
Scripts for loading and visualizing the DriveU Traffic Light Dataset (DTLD)
gstreamer
GStreamer open-source multimedia framework
hard_decode_trt
Yolov5 inference on NVDec hardware decoder
ICCVW21-LiDAR-Panoptic-Segmentation-TradiCV-Survey-of-Point-Cloud-Cluster
A hybrid SOTA solution of LiDAR panoptic segmentation with C++ implementations of point cloud clustering algorithms. ICCV21, Workshop on Traditional Computer Vision in the Age of Deep Learning
kitti2bag
Convert KITTI dataset to ROS bag file the easy way!
kitti_object_vis
KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )
lite.ai.toolkit
š A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv5, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.
LSTR
This is an official repository of End-to-end Lane Shape Prediction with Transformers.
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
rosbridge2cpp
A C++11 library to interface ROS via rosbridge
RotationDetection
This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.
second.pytorch
SECOND for KITTI/NuScenes object detection
shouxie_RNN
shouxie_RNN
Solving_ImageNet
Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)
STDC-Seg
Source Code of our CVPR2021 paper "Rethinking BiSeNet For Real-time Semantic Segmentation"
tensorRT_cpp
C++ library based on tensorrt integration
tensorRTIntegrate
TensorRT ONNX PluginćInferencećCompile
tflite_gles_app
GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT
yolov5_trt
Implement yolov5 s/m//l/x with TensorRT API and support serialization/deserialization+image detection/video detection and recording